As the founder of Birrwise and a dedicated machine learning enthusiast, I engineer scalable systems designed to bring clarity to personal finance. I build intelligent tools that transform complex money tracking into actionable, automated habits for everyday wealth management. I write about modern budgeting frameworks, financial engineering, and applied artificial intelligence.